{"id":"W4310691209","doi":"10.1016/j.brachy.2022.09.052","title":"PL04  Presentation Time: 2:45 PM","year":2022,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Prostate cancer; Urology; Randomized controlled trial; Brachytherapy; International Prostate Symptom Score; Quality of life (healthcare); Radiation therapy; Prostate; Urinary system; Lower urinary tract symptoms; Surgery; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001406606,0.001782907,0.001594031,0.001824376,0.004112975,0.00809844,0.002294014,0.007320158,0.9205823],"category_scores_gemma":[0.004097722,0.00102794,0.002431932,0.0009282951,0.0008312656,0.00169376,0.004154912,0.003139464,0.8034481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002030654,"about_ca_system_score_gemma":0.001242301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599248,"about_ca_topic_score_gemma":0.00907957,"domain_scores_codex":[0.9989772,0.0001319611,0.0000265823,0.0001436753,0.0002506274,0.0004699108],"domain_scores_gemma":[0.9975734,0.0003285507,0.00006373871,0.0001401343,0.0006373959,0.001256686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001432252,0.000168083,0.0003566181,0.0002236619,0.00002394558,0.0004718276,0.0001157219,0.0001350729,0.001228651,0.001636063,0.9685723,0.02563576],"study_design_scores_gemma":[0.0003034215,0.0004632112,0.004174712,0.0003927325,0.00002504399,0.0002459017,0.0002528649,0.000380642,0.001189491,0.001410739,0.9911198,0.00004142925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004137106,0.0009183102,0.001033473,0.006432957,0.01885573,0.0006045007,0.004763436,0.005558904,0.9576956],"genre_scores_gemma":[0.007071549,0.0002567131,0.0002317921,0.0007783691,0.001745733,0.0001077021,0.001024709,0.0009431636,0.9878401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07941771,"threshold_uncertainty_score":0.1132796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543119763557527,"score_gpt":0.2915605308524249,"score_spread":0.2761293332168497,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}